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Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising

9 June 2018

Wenliang Zhao

Papers citing "Field-weighted Factorization Machines for Click-Through Rate Prediction in Display Advertising"

50 / 59 papers shown

Title
DLF: Enhancing Explicit-Implicit Interaction via Dynamic Low-Order-Aware Fusion for CTR Prediction Kefan Wang Hao Wang Wei Guo Yong Liu Jianghao Lin Defu Lian Enhong Chen 66 0 0 25 May 2025
Revisiting Feature Interactions from the Perspective of Quadratic Neural Networks for Click-through Rate Prediction Honghao Li Yiwen Zhang Yi Zhang Lei Sang Jieming Zhu 129 0 0 23 May 2025
Enhancing CTR Prediction with De-correlated Expert Networks Jiancheng Wang Mingjia Yin Junwei Pan Ximei Wang Hao Wang Enhong Chen 72 0 0 23 May 2025
Mini-Game Lifetime Value Prediction in WeChat Aochuan Chen Yifan Niu Ziqi Gao Yujie Sun Shoujun Liu Gong Chen Yang Liu Jia Li 21 0 0 21 May 2025
Field Matters: A lightweight LLM-enhanced Method for CTR Prediction Yu Cui Feng Liu Jiawei Chen Yudi Wu Changwang Zhang Jun Wang Yuegang Sun Xiaohu Yang Can Wang 114 0 0 20 May 2025
DashCLIP: Leveraging multimodal models for generating semantic embeddings for DoorDash Omkar Gurjar Kin Sum Liu Praveen Kolli Utsaw Kumar Mandar Rahurkar 64 1 0 18 Mar 2025
Addressing Information Loss and Interaction Collapse: A Dual Enhanced Attention Framework for Feature Interaction Yongjun Xu Zhiyuan Lu Xuzhao Li Jinxin Hu Hong Wen Z. Chen Yu Zhang Jing-Xuan Zhang 67 0 0 14 Mar 2025
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction Xiang Xu Hao Wang Wei Guo Lefei Zhang Wanshan Yang R. Yu Yixiao Liu Defu Lian Enhong Chen 162 7 0 22 Nov 2024
Beyond KAN: Introducing KarSein for Adaptive High-Order Feature Interaction Modeling in CTR Prediction Yunxiao Shi Wujiang Xu Mingyu Jin Haimin Zhang Qiang Wu 128 1 0 16 Aug 2024
FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction Wentao Ouyang Rui Dong Ri Tao Xiangzheng Liu FedML 49 2 0 26 Jul 2024
Low Rank Field-Weighted Factorization Machines for Low Latency Item Recommendation Alicia Y. Tsai Michael Viderman Anahita Hosseini Zemin Zhang Ariel Raviv Lichan Hong 45 0 0 22 Jul 2024
ADSNet: Cross-Domain LTV Prediction with an Adaptive Siamese Network in Advertising Ruize Wang Hui Xu Ying Cheng Qi He Xing Zhou Rui Feng Wei Xu Lei Huang Jie Jiang 77 2 0 15 Jun 2024
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising Zhen Gong Lvyin Niu Yang Zhao Miao Xu Zhenzhe Zheng ... Fan Wu Rongquan Bai Chuan Yu Jian Xu Bo Zheng 91 2 0 05 Mar 2024
Ads Recommendation in a Collapsed and Entangled World Junwei Pan Wei Xue Ximei Wang Haibin Yu Xun Liu Shijie Quan Xueming Qiu Dapeng Liu Lei Xiao Jie Jiang 101 9 0 22 Feb 2024
Unbiased Filtering Of Accidental Clicks in Verizon Media Native Advertising Yohay Kaplan Naama Haramaty-Krasne A. Shtoff O. Somekh 35 3 0 08 Dec 2023
On the Embedding Collapse when Scaling up Recommendation Models Xingzhuo Guo Kai Yan Ximei Wang Baixu Chen Haohan Wang Mingsheng Long 103 25 0 06 Oct 2023
STEM: Unleashing the Power of Embeddings for Multi-task Recommendation Liangcai Su Junwei Pan Ximei Wang Xi Xiao Shijie Quan Xihua Chen Jie Jiang 90 21 0 16 Aug 2023
Temporal Interest Network for User Response Prediction Haolin Zhou Junwei Pan Xinyi Zhou Xihua Chen Jie Jiang Xiaofeng Gao Guihai Chen 101 9 0 15 Aug 2023
Exploiting Field Dependencies for Learning on Categorical Data Zhibin Li Piotr Koniusz Lu Zhang D. Pagendam Peyman Moghadam 51 4 0 18 Jul 2023
Pairwise Ranking Losses of Click-Through Rates Prediction for Welfare Maximization in Ad Auctions Boxiang Lyu Zhe Feng Zachary Robertson Sanmi Koyejo 44 2 0 01 Jun 2023
Beyond Rankings: Exploring the Impact of SERP Features on Organic Click-through Rates Erik Fubel Niclas Michael Groll Patrick Gundlach Qiwei Han Maximilian Kaiser 29 5 0 31 May 2023
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer Kaize Ding Albert Jiongqian Liang Bryan Perrozi Ting-Li Chen Ruoxi Wang Lichan Hong Ed H. Chi Huan Liu D. Cheng 63 14 0 27 May 2023
DELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction Chengkai Zhu Liang Du Hong Chen Shuang Zhao Zixun Sun Xin Eric Wang Wenwu Zhu 54 1 0 03 May 2023
Causality-based CTR Prediction using Graph Neural Networks Panyu Zhai Yanwu Yang Chun-Hui Zhang CML GNN 79 32 0 30 Jan 2023
CL4CTR: A Contrastive Learning Framework for CTR Prediction Fang Wang Yingxu Wang Dongsheng Li Hansu Gu Tun Lu Peng Zhang Ning Gu SSL 57 47 0 01 Dec 2022
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation Zhen Tian Ting Bai Ziyan Zhang Zhiyuan Xu Kangyi Lin Ji-Rong Wen Wayne Xin Zhao 73 19 0 21 Nov 2022
Risk-Aware Bid Optimization for Online Display Advertisement Rui Fan Erick Delage 96 3 0 28 Oct 2022
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling Zuowu Zheng Xiaofeng Gao Junwei Pan Qicong Luo Guihai Chen Dapeng Liu Jie Jiang 86 6 0 27 Oct 2022
MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction P. Zhang Junlin Zhang 52 3 0 25 Oct 2022
Meta-Wrapper: Differentiable Wrapping Operator for User Interest Selection in CTR Prediction Tianwei Cao Qianqian Xu Zhiyong Yang Qingming Huang 53 7 0 28 Jun 2022
Functional Optimization Reinforcement Learning for Real-Time Bidding Yining Lu Chang-Tien Lu Naina Bandyopadhyay M. Kumar Gaurav Gupta 48 1 0 25 Jun 2022
PHN: Parallel heterogeneous network with soft gating for CTR prediction Ri-Qi Su Alphonse Houssou Hounye Cong Cao Muzhou Hou 113 1 0 18 Jun 2022
Click-Through Rate Prediction in Online Advertising: A Literature Review Yanwu Yang Panyu Zhai CML 3DV 118 100 0 22 Feb 2022
AEFE: Automatic Embedded Feature Engineering for Categorical Features Zhenyuan Zhong Jie Yang Yacong Ma Shoubin Dong Jinlong Hu 120 2 0 19 Oct 2021
End-to-End User Behavior Retrieval in Click-Through RatePrediction Model Qiwei Chen Changhua Pei Shanshan Lv Chao Li Junfeng Ge Wenwu Ou LRM CML 3DV 66 66 0 10 Aug 2021
Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction Fuyuan Lyu Xing Tang Huifeng Guo Ruiming Tang Xiuqiang He Rui Zhang Xue Liu 90 22 0 03 Aug 2021
Leaf-FM: A Learnable Feature Generation Factorization Machine for Click-Through Rate Prediction Qingyun She Zhiqiang Wang Junlin Zhang 42 1 0 26 Jul 2021
FINT: Field-aware INTeraction Neural Network For CTR Prediction Zhishan Zhao Sen Yang Guohui Liu Dawei Feng Ke Xu 50 9 0 05 Jul 2021
Online Interaction Detection for Click-Through Rate Prediction Qiuqiang Lin Chuanhou Gao 52 0 0 27 Jun 2021
Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction W. Ouyang Xiuwu Zhang Shukui Ren Li Li Kun Zhang Jinmei Luo Zhaojie Liu Yanlong Du 53 46 0 19 May 2021
DCAP: Deep Cross Attentional Product Network for User Response Prediction Zekai Chen Fangtian Zhong Zhumin Chen Xiao Zhang Robert Pless Xiuzhen Cheng 76 11 0 18 May 2021
Looking at CTR Prediction Again: Is Attention All You Need? Yuan Cheng Yanbo Xue CML HAI 63 19 0 12 May 2021
Deep Learning for Click-Through Rate Estimation Weinan Zhang Jiarui Qin Wei Guo Ruiming Tang Xiuqiang He 3DV HAI 82 113 0 21 Apr 2021
Joint Online Learning and Decision-making via Dual Mirror Descent Alfonso Lobos Paul Grigas Zheng Wen 37 11 0 20 Apr 2021
User Response Prediction in Online Advertising Zhabiz Gharibshah Xingquan Zhu OffRL 115 50 0 07 Jan 2021
Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction Kai Zhang Hao Qian Daixin Wang Qi Liu Longfei Li Jun Zhou Jianhui Ma Enhong Chen HAI 54 50 0 13 Dec 2020
Field-wise Learning for Multi-field Categorical Data Zhibin Li Jian Zhang Yongshun Gong Yazhou Yao Qiang Wu CML OOD 45 9 0 01 Dec 2020
Non-Linear Multiple Field Interactions Neural Document Ranking Ken Takiguchi Niall Twomey Luis M. Vaquero 31 0 0 18 Nov 2020
Field-Embedded Factorization Machines for Click-through rate prediction Harshit Pande 81 15 0 13 Sep 2020
BARS-CTR: Open Benchmarking for Click-Through Rate Prediction Jieming Zhu Jinyang Liu Shuai Yang Qi Zhang Xiuqiang He 96 130 0 12 Sep 2020